CUDA_VISIBLE_DEVICES=0,1

deepspeed pretrain.py \
    --config_name autodl-tmp/qwen-1.5b \
    --tokenizer_name autodl-tmp/qwen-1.5b \
    --train_files autodl-tmp/dataset/pretrain_data/mobvoi_seq_monkey_general_open_corpus_small.jsonl \
    --per_device_train_batch_size 16 \
    --gradient_accumulation_steps 4 \
    --do_train \
    --output_dir autodl-tmp/output/pretrain \
    --evaluation_strategy  no \
    --learning_rate 1e-4 \
    --num_train_epochs 1 \
    --warmup_steps 200 \
    --logging_dir autodl-tmp/output/pretrain/logs \
    --logging_strategy steps \
    --logging_steps 5 \
    --save_strategy steps \
    --save_steps 100 \
    --preprocessing_num_workers 10 \
    --save_total_limit 1 \
    --seed 12 \
    --block_size 2048 \
    --bf16 \
    --gradient_checkpointing \
    --deepspeed ./ds_config_zero2.json \
    --report_to wandb
    
    # --resume_from_checkpoint ${output_model}/checkpoint-20400 \